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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Popular Applied Machine Learning Courses and Certifications


  • P

    Packt

    ArcGIS Desktop for Spatial Analysis: Go from Basic to Pro

    Skills you'll gain: Spatial Data Analysis, Spatial Analysis, GIS Software, Geographic Information Systems, Geospatial Information and Technology, Geospatial Mapping, Data Analysis Software, Data Mapping, Data Management, Data Import/Export, Data Integration, Data Access

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Alberta Machine Intelligence Institute

    Ethics and Responsible Practices in GenAI

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Business Ethics, Generative AI, Ethical Standards And Conduct, AI Security, Law, Regulation, and Compliance, Regulatory Compliance, Regulatory Requirements, Governance, Information Privacy, Regulation and Legal Compliance, Accountability, Data Security

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Pennsylvania

    Creativity In Business and Other Disciplines

    Skills you'll gain: Creative Thinking, Creativity, Ideation, Innovation, Architectural Design, AI powered creativity, Problem Solving, Design Thinking, Artificial Intelligence and Machine Learning (AI/ML), Entrepreneurship, Advertising, Marketing, Game Design, Creative Design, Advertising Campaigns, Emerging Technologies, Consumer Behaviour, Experimentation, Team Collaboration

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Generative AI for Keyword Research

    Skills you'll gain: Keyword Research, Search Engine Optimization, Generative AI, AI Integrations

    4.6
    Rating, 4.6 out of 5 stars
    ·
    39 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    CSS Projects: Design & Build Websites

    Skills you'll gain: HTML and CSS, Responsive Web Design, Cascading Style Sheets (CSS), Bootstrap (Front-End Framework), Web Design, Web Design and Development, User Interface (UI), UI Components, User Interface (UI) Design, Front-End Web Development, Web Development, Design, Web Development Tools, Typography, Animations

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    The Foundation of Video Editing

    Skills you'll gain: Video Editing, Editing, Video Production, Post-Production, Storytelling, Visual Storytelling

    4.1
    Rating, 4.1 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    SkillsBooster Academy

    Microsoft Copilot for Excel

    Skills you'll gain: Prompt Engineering, Data Storytelling, Prompt Patterns, AI Orchestration, Data Presentation, Microsoft Excel, Predictive Analytics, Data-Driven Decision-Making, Financial Forecasting, AI Workflows, Microsoft Copilot, Artificial Intelligence, Excel Formulas, Workflow Management, Data Manipulation, Business, Generative AI, Microsoft 365, Data Management, Interactive Learning

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    U

    University of Colorado Boulder

    Advances in Generative AI

    Skills you'll gain: Generative AI Agents, AI Orchestration, Generative AI, Agentic Workflows, Agentic systems, AI Workflows, Generative Model Architectures, AI literacy, LLM Application, AI Product Strategy, Responsible AI, Artificial Intelligence, AI Security, Prompt Engineering, Tool Calling, Verification And Validation, Risking, Model Evaluation, Security Controls

    4.2
    Rating, 4.2 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    PCB/CAD Design – Signal Routing

    Skills you'll gain: AI Security, USB, Threat Modeling, Hardware Design, Model Deployment, Electronic Hardware, CI/CD, Security Engineering, Electronics, Electronic Systems, Routing Protocols, Electronics Engineering, Electrical Engineering, Electronic Components, Schematic Diagrams, Drafting and Engineering Design, Digital Communications, Verification And Validation, Differential Equations, Business Strategies

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    A Detailed Guide to the OWASP Top 10

    Skills you'll gain: Open Web Application Security Project (OWASP), API Design, Application Programming Interface (API), Application Security, Secure Coding, Security Controls, Vulnerability Assessments, Authorization (Computing), Hardening, Cryptographic Protocols, Cryptography, Authentications, Exploitation techniques

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Predict Visitor Purchases with a Classification Model in BQML

    Skills you'll gain: Model Evaluation, Customer Analysis, Model Training, Logistic Regression, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, E-Commerce, Big Data, Data Access, Applied Machine Learning, Data Analysis, Classification Algorithms

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Quick Start Guide to Large Language Models (LLMs): Unit 3

    Skills you'll gain: Large Language Modeling, Fine-tuning, Model Deployment, Generative Model Architectures, Model Optimization, Multimodal Prompts, Cloud Deployment, Model Training, Vision Transformer (ViT), Model Evaluation, Reinforcement Learning, Image Analysis

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular applied machine learning courses

  • ArcGIS Desktop for Spatial Analysis: Go from Basic to Pro: Packt
  • Ethics and Responsible Practices in GenAI: Alberta Machine Intelligence Institute
  • Creativity In Business and Other Disciplines: University of Pennsylvania
  • Generative AI for Keyword Research: Coursera
  • CSS Projects: Design & Build Websites: EDUCBA
  • The Foundation of Video Editing: University of Colorado Boulder
  • Microsoft Copilot for Excel: SkillsBooster Academy
  • Advances in Generative AI: University of Colorado Boulder
  • PCB/CAD Design – Signal Routing: Coursera
  • A Detailed Guide to the OWASP Top 10: Packt

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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